GuanSuns / ASGRLLinks
Official python implementation of ASGRL in ICML 2022 paper: Leveraging Approximate Symbolic Models for Reinforcement Learning via Skill Diversity
☆20Updated 3 years ago
Alternatives and similar repositories for ASGRL
Users that are interested in ASGRL are comparing it to the libraries listed below
Sorting:
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆133Updated 4 years ago
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆143Updated 2 years ago
- Diversity is All You Need: Learning Skills without a Reward Function in PyTorch.☆85Updated last month
- Representation Learning for RL☆130Updated 2 years ago
- Author's PyTorch implementation of Randomized Ensembled Double Q-Learning (REDQ) algorithm.☆176Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆161Updated 2 years ago
- Official implementation of "Accelerating Reinforcement Learning with Learned Skill Priors", Pertsch et al., CoRL 2020☆221Updated 2 years ago
- official implementation for our paper Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning (NeurIPS 2023)☆119Updated last year
- Code for MOPO: Model-based Offline Policy Optimization☆191Updated 3 years ago
- Paper Collection for Imitation Learning in RL.☆154Updated 3 years ago
- Official code for "RAMBO: Robust Adversarial Model-Based Offline RL", NeurIPS 2022☆32Updated 2 years ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆184Updated 3 years ago
- PyTorch implementation of the Option-Critic framework, Harb et al. 2016☆143Updated last year
- ☆202Updated 2 years ago
- Conservative Q Learning on top of SAC☆136Updated 3 years ago
- ☆75Updated last year
- Code accompanying the paper Adversarially Trained Actor Critic for Offline Reinforcement Learning by Ching-An Cheng*, Tengyang Xie*, Nan …☆72Updated 3 years ago
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆122Updated 3 months ago
- Simple maze environments using mujoco-py☆58Updated 2 years ago
- ☆60Updated 3 years ago
- An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.☆70Updated 2 years ago
- OpenAI Gym wrapper for the DeepMind Control Suite☆227Updated last year
- PyTorch implementation of DreamerV2 model-based RL algorithm☆236Updated 2 years ago
- Benchmarking RL generalization in an interpretable way.☆173Updated 2 months ago
- Deep Hierarchical Planning from Pixels☆114Updated 3 years ago
- Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.☆31Updated 5 years ago
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆231Updated last year
- ☆115Updated 2 years ago
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆47Updated 4 years ago
- Partially Observable Process Gym☆212Updated 8 months ago